AI & Machine Learning Services for Elmhurst Experts – Practical, Applied AI

At COLETEK, we bring decades of hands-on experience delivering real-world artificial intelligence and computer vision systems. Whether you're located for Elmhurst or anywhere globally, our AI solutions are designed for embedded, edge, and industrial deployment.

Our CTO, Luke Cole, began engineering AI and robotics as a teenager in 1998. He worked at leading institutes such as CSIRO, NICTA (now Data61), Seeing Machines, and ANU Robotics System Lab, contributing to early self-driving cars, custom AI libraries, and mobile robot autonomy before ROS and OpenCV were even invented.

Luke also worked at Hemisphere GPS (formerly BEELINE, now AgJunction) as a Robotics Engineer, implementing GPS-guided autonomous systems used by hundreds of agricultural vehicles worldwide.

Meanwhile, Lance Cole has worked in advanced military-grade embedded systems, including on the US military's CROWS program at EOS. He brings deep experience in electronics and embedded hardware for AI.

Our team specialises in applied (narrow) AI, particularly in embedded vision, robotics, and real-time decision-making. We’ve built AI systems using:

• Neural Networks (Perceptron, Sigmoid, ReLU, CNNs, RNNs, Transformers)
• Machine Learning (ML), Deep Learning (DL), and Reinforcement Learning
• Backpropagation, Stochastic Gradient Descent (SGD)
• Image Processing: HAAR, HOG, LBP, PCA, CLAHE, Hough, Template Matching
• Object Detection: YOLOv10, EfficientDet, Faster R-CNN, Mask R-CNN
• Frameworks: TensorFlow, Keras, PyTorch, Caffe, ONNX

We’ve deployed AI models on cost-effective platforms like the Raspberry Pi, and optimized high-performance systems using NVIDIA Jetson (Nano, Xavier, TX1) and NVIDIA Tesla V100 GPUs. Our team understands both the constraints of edge devices and the throughput of datacenter-grade accelerators.

Applications of our AI & Machine Learning Services for Elmhurst services include:

• Smart agriculture & plant recognition (99%+ accuracy on edge)
• Autonomous vehicle vision & embedded localisation
• Industrial automation & object detection
• AI-powered road signs & hazard detection
• Wildlife monitoring & pest targeting with gimbal vision
• Face, voice, and optical character recognition (OCR)
• Natural language interfaces (Open WebUI + open-source LLMs)

• Edge-first philosophy: We specialise in systems that work offline, on-site, and in real time.
• Custom hardware integration: Cameras, sensors, motors, GPUs, embedded Linux.
• Transparent, ethical AI: Locally hosted, explainable, privacy-conscious.
• Decades of real deployment: From paddocks to highways to defense environments.

If you're based in for Elmhurst or anywhere globally and need help with robotics, machine vision, or embedded AI, we’d love to hear from you. We speak your language, whether it’s TensorFlow code, NVIDIA CUDA pipelines, or low-level embedded C on ARM systems.

Contact COLETEK today to see how our AI expertise can power your next product or platform.

At COLETEK, we're proud to be a multidisciplinary Australian engineering and product development company established in 2001. For over two decades, our team has been dedicated to delivering innovative solutions that drive business success across various industries. Based in Elmhurst, Victoria, Australia, we operate throughout the region, serving businesses across Elmhurst, Victoria, Australia. As a trusted partner for many local companies, COLETEK brings unparalleled expertise and resources to every project. Our experience spans multiple sectors, including manufacturing, construction, and technology. This broad range of knowledge allows us to approach challenges with creative solutions that meet unique needs. When it comes to ensuring the reliability of your products or processes, you can count on COLETEK's commitment to collaboration, innovation, and capability. Throughout our history, we've built strong relationships with clients in Elmhurst, Victoria, Australia, and across the nation. Our reputation for delivering high-quality results is rooted in our dedication to staying at the forefront of engineering trends and developments. By combining cutting-edge knowledge with a deep understanding of local market needs, we consistently provide solutions that drive business growth and improve operational efficiency. As part of our commitment to serving businesses across Elmhurst, Victoria, Australia, COLETEK prioritizes open communication, proactive collaboration, and transparency in every aspect of our work. This approach fosters trust between us and your organizations, ensuring that projects align with your goals and objectives. Whether you're seeking expertise in product development, engineering, or manufacturing, know that you can rely on COLETEK for unwavering support. By partnering with us, businesses in Elmhurst, Victoria, Australia can leverage the collective knowledge and experience of our team to achieve their strategic objectives. Our doors are open to those ready to drive innovation and take their companies to new heights.